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hernaninverso/eleion-scanner-mcp (eleion-scanner-mcp)

eleion-scanner-mcp · v0.1.0 · scanned

What changed in the harness

Selection accuracy 93→100, token cost up 5%, unconfirmed writes 0%→0%.

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

0.0 / 30

0.0 out of 30
02Legibility

26.9 / 30

26.9 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

13.1 / 20

13.1 out of 20

Highest-impact fix

Estimated gain +30 points

Add explicit identity and permission preflight tools

Expose machine-readable principal/tenant confirmation and a non-mutating permission check so agents can verify both before destructive actions.

Description evidence

Defects and rewrites.

2 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
scanner_get_scan_status
name_restates_behavior params_unexplained no_return_description
Poll the progress of a scan previously queued via scanner_start_scan. Requires the scan_id returned by that call. Returns the scan's current status (queued, running, completed, or failed) along with the number of findings discovered so far.
scanner_get_findings
params_unexplained no_return_description
Retrieve the security findings produced by a completed scan. Requires the scan_id returned by scanner_start_scan. Returns a list of findings, each with severity, CVE identifier, detection template, title, affected URL, and priority_score, sorted from highest to lowest priority.

Selection evidence

Confusable tool pairs.

3 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
scanner_start_scan scanner_get_scan_status medium A vague instruction like 'check on the scan' or 'run the scan' could lead an agent to call get_scan_status when it means to kick off scanning, or vice versa, especially since start_scan's description references polling status immediately after.
scanner_get_scan_status scanner_get_findings low Both relate to inspecting scan progress/results and take the same scan_id parameter, so a request like 'what did the scan find' could momentarily be routed to status instead of findings, but the descriptions (status counts vs listing findings) are distinct enough to keep confusion low.
scanner_register_target scanner_verify_target low A task like 'verify my domain for scanning' could be misrouted to register_target since both are part of the onboarding flow, but register_target requires a URL and verify_target requires a target_id, making the correct choice fairly clear from context already established (a target_id would exist after registration).

Compare the field

One score is useful.
The evidence makes it actionable.

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